45 citations · 46 across the 4 of their papers we have counts for
4 papers
Multi-Object Advertisement Creative Generation
Jialu Gao, Mithun Das Gupta, Qun Li +4
Lifestyle images are photographs that capture environments and objects in everyday settings. In furniture product marketing, advertisers often create lifestyle images containing pr…
AutoTask: Task Aware Multi-Faceted Single Model for Multi-Task Ads Relevance
Shouchang Guo, Sonam Damani, Keng-hao Chang
Ads relevance models are crucial in determining the relevance between user search queries and ad offers, often framed as a classification problem. The complexity of modeling increa…
LoPT: Low-Rank Prompt Tuning for Parameter Efficient Language Models
Shouchang Guo, Sonam Damani, Keng-hao Chang
In prompt tuning, a prefix or suffix text is added to the prompt, and the embeddings (soft prompts) or token indices (hard prompts) of the prefix/suffix are optimized to gain more…
DeepProbe: Information Directed Sequence Understanding and Chatbot Design via Recurrent Neural Networks
Zi Yin, Keng-hao Chang, Ruofei Zhang
Information extraction and user intention identification are central topics in modern query understanding and recommendation systems. In this paper, we propose DeepProbe, a generic…